50 citations · 141 across the 19 of their papers we have counts for
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Mining and modeling complex leadership-followership dynamics of movement data
Chainarong Amornbunchornvej, Tanya Y. Berger-Wolf
Leadership and followership are essential parts of collective decision and organization in social animals, including humans. In nature, relationships of leaders and followers are d…
mFLICA: An R package for Inferring Leadership of Coordination From Time Series
Chainarong Amornbunchornvej
Leadership is a process that leaders influence followers to achieve collective goals. One of special cases of leadership is the coordinated pattern initiation. In this context, lea…
Variable-lag Granger Causality and Transfer Entropy for Time Series Analysis
Chainarong Amornbunchornvej, Elena Zheleva, Tanya Berger-Wolf
Granger causality is a fundamental technique for causal inference in time series data, commonly used in the social and biological sciences. Typical operationalizations of Granger c…